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Image-level Anomaly Detection on MVTec AD Texture Average 1.0 (test)

0.998Image AUROCRD++
0.990720.992610.99450.99639Dec 10, 2024

Evaluation results

MethodLinks
RD++Distillation Paradigm=Reverse Distillation2024.120.99899.9
MemKDDistillation Paradigm=Reverse Distillation2024.120.998—
Guided Information InjectionDistillation Paradigm=Reverse Distillation2024.120.998100
RDDistillation Paradigm=Reverse Distillation2024.120.99799.9
THFRDistillation Paradigm=Reverse Distillation2024.120.997—
DeSTSegDistillation Paradigm=Forward Distillation2024.120.991—